Differential Equations and Linear Algebra (4th Edition)

Published by Pearson
ISBN 10: 0-32196-467-5
ISBN 13: 978-0-32196-467-0

Chapter 7 - Eigenvalues and Eigenvectors - 7.2 General Results for Eigenvalues and Eigenvectors - Problems - Page 452: 21

Answer

See below

Work Step by Step

1. Find eigenvalues: $\left (3-\lambda \right )^3=0$ $\lambda_1=\lambda_2= \lambda_3=3$ Checking: For $\lambda=3$ let $B=A-\lambda_1I$ $B=\begin{bmatrix} -1-\lambda & 2 & 2 \\ -4 & 5-\lambda & 2\\ -4 & 2 & 5-\lambda \end{bmatrix}=\begin{bmatrix} -4 & 2 & 2 \\ -4 & 2 & 2\\ -4 & 2 & 2 \end{bmatrix}$ We obtain reduced row echelon form: $\begin{bmatrix} -4 & 2 & 2| 0 \\ -4 & 2 & 2| 0 \\ -4 & 2 & 2 | 0 \end{bmatrix} \approx \begin{bmatrix} 2 & -1 & -1 | 0 \\ 0 & 0 & 0 | 0\\ 0 & 0 & 0 \end{bmatrix}$ Then, $B\vec{V}$=$\vec{0}$ Let $r,s$ be free variables. $\vec{V}=r(1,2,0)+s(0,-1,1) \\ E_2=\{(1,2,0) +(0,-1,1)\} \rightarrow dim(E_2)=2 \ne 3$ Hence, matrix $A$ is defective.
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